给定两个单词 word1 和 word2,计算出将 word1 转换成 word2 所使用的最少操作数 。
你可以对一个单词进行如下三种操作:
- 插入一个字符
- 删除一个字符
- 替换一个字符
示例 1:
输入: word1 = "horse", word2 = "ros" 输出: 3 解释: horse -> rorse (将 'h' 替换为 'r') rorse -> rose (删除 'r') rose -> ros (删除 'e')
示例 2:
输入: word1 = "intention", word2 = "execution" 输出: 5 解释: intention -> inention (删除 't') inention -> enention (将 'i' 替换为 'e') enention -> exention (将 'n' 替换为 'x') exention -> exection (将 'n' 替换为 'c') exection -> execution (插入 'u')
参考了博客:http://www.cnblogs.com/grandyang/p/4344107.html
解答:因为不确定各种操作会对后面的影响,所有在比较时需要尝试三种操作。若word1[i]和word2[j]相同,则进入到下一位置,若不相同,依次进行三种操作:
【1】插入 word2[j],比较word1[i]和word2[j+1];
【2】删除 word2[j],比较word1[i]和word2[j];
【3】修改 word1[i] 为 word2[j],比较word1[i+1]和 word2[j+1];
为了去掉重复计算,利用数组memo保存当前计算状态。
//72 int minDistanceHelper(string& word1, int i, string& word2, int j,vector<vector<int>>& memo) { if(i == word1.size()) return word2.size()-j; else if(j == word2.size()) return word1.size()-i; else if(memo[i][j] > 0) return memo[i][j]; if(word1[i] == word2[j]) return minDistanceHelper(word1, i+1, word2, j+1, memo); else { int insertCnt = minDistanceHelper(word1, i, word2, j+1, memo); int deleteCnt= minDistanceHelper(word1,i+1, word2, j,memo); int replaceCnt = minDistanceHelper(word1, i+1, word2, j+1, memo); memo[i][j] = min(insertCnt,min(deleteCnt,replaceCnt))+1; } return memo[i][j]; } int minDistance(string word1, string word2) { int m = word1.size(); int n = word2.size(); vector<vector<int>> memo(m,vector<int>(n,0)); return minDistanceHelper(word1,0,word2,0,memo); }//72